Information Theory

Physics calls on information theory
when it comes to account for entropy.
I suspect that a proper coverage of Bayesian inference will be needed to make
sense of quantum mechanics. However, these are not areas on which I have a
fully-developed understanding: I shall probably come to them late in my more orderly writings.